Articles on Development.

Web, mobile, internal tools — pixel-accurate frontend, load-bearing backend, shipped weekly.

Autumn Note: why we built our own zero-dependency, open-source rich-text editor

Most internal systems — CMS, admin portals, knowledge bases — need a formatted text editor somewhere. Instead of pulling in jQuery or a heavy commercial library, we built Autumn Note: a vanilla ES2022 WYSIWYG editor, zero dependencies, MIT-licensed and open source.

29/06/20267 min read

DevelopmentGitOpsArgo CDCI/CDMLOps

GitOps and CI/CD for ML pipelines: from notebook experiment to production deployment with Argo CD

ML pipelines have a different development lifecycle from traditional software: code changes less frequently, models and data change more. Applying software GitOps directly to ML without adjustment typically produces pipelines that are heavy, slow, and hard to debug. How to design CI/CD for ML with Argo CD: decouple model artifacts from code deployments, trigger pipelines when a new model finishes training, and roll back automatically when metrics degrade.

22/06/20269 min read

DevelopmentCybersecurityAI SecurityZero Trust

Security in the age of AI: new risks and zero-trust principles for production systems

AI agents and LLMs integrated into production systems open up a new attack surface — prompt injection, data poisoning, deepfakes — adding to, not replacing, traditional security risks. Zero-trust principles, secure SDLC, and a practical checklist for protecting AI-enabled systems.

14/06/20267 min read

DevelopmentSEOAI SearchStructured Data

Optimizing a website for SEO and AI search: when ChatGPT, Claude, and Perplexity read your pages too

Alongside Googlebot, crawlers from ChatGPT, Claude, Perplexity, and Google AI Overview now read website content directly to synthesize answers — not to rank pages. Concrete technical changes: robots.txt for AI crawlers, JSON-LD structured data, writing 'quotable' content, and why Core Web Vitals still matter.

09/06/20268 min read

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